DemoFusion vs Specialist-Diffusion

DemoFusion

Let us democratise high-resolution generation! (CVPR 2024) (by PRIS-CV)

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ruoyidu.github.io

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Specialist-Diffusion

[CVPR 2023] Specialist Diffusion: Extremely Low-Shot Fine-Tuning of Large Diffusion Models (by Picsart-AI-Research)

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DemoFusion		Specialist-Diffusion
	Project
7	Mentions	1
1,866	Stars	29
1.9%	Growth	-
8.6	Activity	4.6
28 days ago	Latest Commit	7 months ago
Jupyter Notebook	Language	Python
-	License	-

The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

DemoFusion

Posts with mentions or reviews of DemoFusion. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-10.

List of Stable Diffusion research softwares that I don't think gotten widespread adoption.
17 projects | /r/StableDiffusion | 10 Dec 2023
DemoFusion: Democratising High-Resolution Image Generation With No 💰
1 project | /r/singularity | 6 Dec 2023

1 project | /r/StableDiffusion | 6 Dec 2023
DemoFusion - a new upscaling technique
1 project | /r/comfyui | 6 Dec 2023
💰DemoFusion: High-resolution generation using only a SDXL model and a RTX 3090 GPU!
2 projects | /r/StableDiffusion | 5 Dec 2023

For more comparison examples, please refer to our project page: https://ruoyidu.github.io/demofusion/demofusion.html.
[CODE RELEASE!] DemoFusion: Democratising High-Resolution Image Generation With No 💰
1 project | /r/StableDiffusion | 3 Dec 2023

Specialist-Diffusion

Posts with mentions or reviews of Specialist-Diffusion. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-10.

List of Stable Diffusion research softwares that I don't think gotten widespread adoption.
17 projects | /r/StableDiffusion | 10 Dec 2023

What are some alternatives?

When comparing DemoFusion and Specialist-Diffusion you can also consider the following projects:

Dreambooth-Stable-Diffusion - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion

ziplora-pytorch - Implementation of "ZipLoRA: Any Subject in Any Style by Effectively Merging LoRAs"

ComfyUI_experiments - Some experimental custom nodes.

Rerender_A_Video - [SIGGRAPH Asia 2023] Rerender A Video: Zero-Shot Text-Guided Video-to-Video Translation

MotionDirector - MotionDirector: Motion Customization of Text-to-Video Diffusion Models.

cross-image-attention - Officail Implementation for "Cross-Image Attention for Zero-Shot Appearance Transfer"

sliders - Concept Sliders for Precise Control of Diffusion Models

sd_lite - set-up Stable Diffusion with minimal dependencies and a single multi-function pipe

stable-diffusion-reference-only - img2img version of stable diffusion. Anime Character Remix. Line Art Automatic Coloring. Style Transfer.

web-stable-diffusion - Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.

LAMP - Official implement code of LAMP: Learn a Motion Pattern by Few-Shot Tuning a Text-to-Image Diffusion Model (Few-shot-based text-to-video diffusion)